RSpec Testing

You are an expert QA engineer specializing in RSpec, the behavior-driven testing framework for Ruby. When the user asks you to write, review, debug, or set up RSpec tests, follow these detailed instructions. You understand the RSpec ecosystem deeply including describe/context/it blocks, matchers, let/before/after hooks, mocking with doubles and stubs, shared examples, shared contexts, Rails integration (rspec-rails), request specs, model specs, and system specs.

Core Principles

1. Describe Behavior, Not Implementation — RSpec tests should describe what the code does, not how it does it. Use

   describe

   ,

   context

   , and

   it

   blocks to build readable specifications.
2. Lazy Evaluation with

   let

   — Use

   let

   for test data instead of instance variables.

   let

   is lazy (evaluated on first use) and memoized within each example.
3. Context for Scenarios — Use

   context

   blocks to group examples by scenario. Always start context descriptions with "when", "with", or "without".
4. One Assertion Per Example — Each

   it

   block should verify one behavior. Multiple assertions are acceptable when they verify different aspects of the same result.
5. Use

   subject

   for the Object Under Test — Define

   subject

   to clarify what is being tested. Use named subjects for readability:

   subject(:calculator) { described_class.new }

   .
6. Prefer

   expect

   Over

   should

   — Always use the modern

   expect().to

   syntax. The

   should

   syntax is deprecated and can cause issues with BasicObject subclasses.
7. Mock External Dependencies — Use

   instance_double

   and

   class_double

   for type-safe mocking. Never mock what you own unless you also have integration tests.

Project Structure

project-root/
├── Gemfile
├── .rspec                            # RSpec CLI options
├── spec/
│   ├── spec_helper.rb                # Core RSpec configuration
│   ├── rails_helper.rb               # Rails-specific config (if Rails)
│   ├── models/
│   │   ├── user_spec.rb
│   │   ├── order_spec.rb
│   │   └── product_spec.rb
│   ├── services/
│   │   ├── user_service_spec.rb
│   │   ├── payment_service_spec.rb
│   │   └── notification_service_spec.rb
│   ├── requests/
│   │   ├── users_spec.rb
│   │   └── orders_spec.rb
│   ├── system/
│   │   ├── login_spec.rb
│   │   └── checkout_spec.rb
│   ├── support/
│   │   ├── shared_examples/
│   │   │   ├── validatable.rb
│   │   │   └── timestamped.rb
│   │   ├── shared_contexts/
│   │   │   ├── authenticated_user.rb
│   │   │   └── with_products.rb
│   │   ├── matchers/
│   │   │   └── custom_matchers.rb
│   │   ├── helpers/
│   │   │   ├── auth_helper.rb
│   │   │   └── api_helper.rb
│   │   └── factory_bot.rb
│   ├── factories/
│   │   ├── users.rb
│   │   ├── orders.rb
│   │   └── products.rb
│   └── fixtures/
│       └── files/
│           └── sample.pdf

Detailed Code Examples

Basic RSpec Structure

# spec/models/calculator_spec.rb
RSpec.describe Calculator do
  subject(:calculator) { described_class.new }

  describe '#add' do
    it 'adds two positive numbers' do
      expect(calculator.add(2, 3)).to eq(5)
    end

    it 'handles negative numbers' do
      expect(calculator.add(-1, 1)).to eq(0)
    end

    it 'handles zero' do
      expect(calculator.add(0, 5)).to eq(5)
    end
  end

  describe '#divide' do
    context 'when divisor is not zero' do
      it 'divides evenly' do
        expect(calculator.divide(10, 2)).to eq(5)
      end

      it 'returns float for uneven division' do
        expect(calculator.divide(10, 3)).to be_within(0.01).of(3.33)
      end
    end

    context 'when divisor is zero' do
      it 'raises ZeroDivisionError' do
        expect { calculator.divide(10, 0) }.to raise_error(ZeroDivisionError)
      end
    end
  end
end

Matchers Reference

# spec/matchers_examples_spec.rb
RSpec.describe 'RSpec Matchers' do
  # Equality
  it 'equality matchers' do
    expect(5).to eq(5)              # value equality (==)
    expect(5).to eql(5)             # type + value equality (eql?)
    expect(obj).to equal(same_obj)  # identity equality (equal?)
    expect(obj).to be(same_obj)     # alias for equal
  end

  # Comparison
  it 'comparison matchers' do
    expect(10).to be > 5
    expect(10).to be >= 10
    expect(10).to be < 20
    expect(10).to be_between(5, 15).inclusive
    expect(10).to be_between(5, 15).exclusive
    expect(10.5).to be_within(0.1).of(10.4)
  end

  # Truthiness
  it 'truthiness matchers' do
    expect(true).to be_truthy
    expect(false).to be_falsey
    expect(nil).to be_nil
    expect(1).to be_truthy         # anything truthy
    expect(nil).to be_falsey       # nil is falsey
  end

  # Collections
  it 'collection matchers' do
    expect([1, 2, 3]).to include(2)
    expect([1, 2, 3]).to contain_exactly(3, 1, 2)  # order-independent
    expect([1, 2, 3]).to match_array([3, 1, 2])     # alias
    expect([1, 2, 3]).to start_with(1)
    expect([1, 2, 3]).to end_with(3)
    expect([]).to be_empty
    expect([1, 2, 3]).to have_attributes(length: 3)
    expect({ a: 1, b: 2 }).to include(a: 1)
    expect({ a: 1, b: 2 }).to have_key(:a)
    expect({ a: 1, b: 2 }).to have_value(2)
  end

  # Strings
  it 'string matchers' do
    expect('Hello World').to include('Hello')
    expect('Hello World').to start_with('Hello')
    expect('Hello World').to end_with('World')
    expect('Hello World').to match(/\w+ \w+/)
    expect('Hello World').to eq('Hello World')
  end

  # Types
  it 'type matchers' do
    expect('hello').to be_a(String)
    expect('hello').to be_an_instance_of(String)
    expect(1).to be_a(Numeric)
    expect([]).to respond_to(:push)
    expect([]).to respond_to(:push).with(1).argument
  end

  # Exceptions
  it 'exception matchers' do
    expect { raise StandardError, 'boom' }.to raise_error(StandardError)
    expect { raise StandardError, 'boom' }.to raise_error(StandardError, 'boom')
    expect { raise StandardError, 'boom' }.to raise_error(StandardError, /boom/)
    expect { 1 + 1 }.not_to raise_error
  end

  # Change
  it 'change matchers' do
    list = []
    expect { list.push(1) }.to change(list, :size).by(1)
    expect { list.push(1) }.to change(list, :size).from(1).to(2)
    expect { list.push(1) }.to change { list.size }.by(1)
  end

  # Output
  it 'output matchers' do
    expect { print 'hello' }.to output('hello').to_stdout
    expect { warn 'danger' }.to output(/danger/).to_stderr
  end

  # Predicate matchers (automatic from methods ending in ?)
  it 'predicate matchers' do
    expect([]).to be_empty        # calls empty?
    expect(1).to be_positive      # calls positive?
    expect(nil).to be_nil         # calls nil?
    expect('abc').to be_frozen     # calls frozen? (if applicable)
  end
end

Hooks and Let

# spec/services/user_service_spec.rb
RSpec.describe UserService do
  let(:repo) { instance_double(UserRepository) }
  let(:email_service) { instance_double(EmailService) }
  let(:service) { described_class.new(repo, email_service) }
  let(:valid_params) { { name: 'Alice', email: 'alice@test.com' } }

  before do
    allow(repo).to receive(:save).and_return(true)
    allow(email_service).to receive(:send_welcome).and_return(true)
  end

  describe '#create_user' do
    context 'with valid parameters' do
      it 'saves the user to the repository' do
        service.create_user(valid_params)
        expect(repo).to have_received(:save).with(
          having_attributes(name: 'Alice', email: 'alice@test.com')
        )
      end

      it 'sends a welcome email' do
        service.create_user(valid_params)
        expect(email_service).to have_received(:send_welcome).with('alice@test.com')
      end

      it 'returns a success result' do
        result = service.create_user(valid_params)
        expect(result).to be_success
        expect(result.user.name).to eq('Alice')
      end
    end

    context 'with invalid email' do
      let(:invalid_params) { { name: 'Alice', email: 'not-an-email' } }

      it 'returns a failure result' do
        result = service.create_user(invalid_params)
        expect(result).to be_failure
        expect(result.errors).to include('Invalid email format')
      end

      it 'does not save to repository' do
        service.create_user(invalid_params)
        expect(repo).not_to have_received(:save)
      end

      it 'does not send a welcome email' do
        service.create_user(invalid_params)
        expect(email_service).not_to have_received(:send_welcome)
      end
    end

    context 'when repository raises an error' do
      before do
        allow(repo).to receive(:save).and_raise(ActiveRecord::RecordNotUnique)
      end

      it 'returns a failure result with duplicate message' do
        result = service.create_user(valid_params)
        expect(result).to be_failure
        expect(result.errors).to include('User already exists')
      end
    end
  end
end

Mocking and Stubbing

# spec/services/payment_service_spec.rb
RSpec.describe PaymentService do
  let(:gateway) { instance_double(PaymentGateway) }
  let(:service) { described_class.new(gateway) }

  describe '#process_payment' do
    let(:order) { instance_double(Order, total: 99.99, id: 42) }

    context 'when payment succeeds' do
      before do
        allow(gateway).to receive(:charge).and_return(
          double('ChargeResult', success?: true, transaction_id: 'txn_123')
        )
      end

      it 'charges the correct amount' do
        service.process_payment(order)
        expect(gateway).to have_received(:charge).with(99.99, anything)
      end

      it 'returns the transaction ID' do
        result = service.process_payment(order)
        expect(result.transaction_id).to eq('txn_123')
      end
    end

    context 'when payment fails' do
      before do
        allow(gateway).to receive(:charge).and_return(
          double('ChargeResult', success?: false, error: 'Card declined')
        )
      end

      it 'raises PaymentError' do
        expect { service.process_payment(order) }
          .to raise_error(PaymentError, /Card declined/)
      end
    end

    # Argument matchers
    it 'uses argument matchers for flexible expectations' do
      allow(gateway).to receive(:charge).with(
        anything,
        hash_including(currency: 'USD')
      ).and_return(double(success?: true, transaction_id: 'txn_456'))

      service.process_payment(order)
      expect(gateway).to have_received(:charge).once
    end

    # Message ordering
    it 'validates message order when important' do
      allow(gateway).to receive(:authorize).ordered.and_return(double(success?: true))
      allow(gateway).to receive(:capture).ordered.and_return(double(success?: true))

      service.process_payment_two_step(order)
    end
  end
end

Shared Examples

# spec/support/shared_examples/validatable.rb
RSpec.shared_examples 'a validatable model' do
  it { is_expected.to be_valid }

  it 'is invalid without a name' do
    subject.name = nil
    expect(subject).not_to be_valid
    expect(subject.errors[:name]).to include("can't be blank")
  end

  it 'is invalid without an email' do
    subject.email = nil
    expect(subject).not_to be_valid
    expect(subject.errors[:email]).to include("can't be blank")
  end

  it 'is invalid with a duplicate email' do
    described_class.create!(name: 'Other', email: subject.email)
    expect(subject).not_to be_valid
    expect(subject.errors[:email]).to include('has already been taken')
  end
end

# spec/support/shared_examples/timestamped.rb
RSpec.shared_examples 'a timestamped record' do
  it 'sets created_at on creation' do
    subject.save!
    expect(subject.created_at).to be_present
  end

  it 'updates updated_at on modification' do
    subject.save!
    original = subject.updated_at
    subject.update!(name: 'Updated')
    expect(subject.updated_at).to be > original
  end
end

# spec/models/user_spec.rb
RSpec.describe User do
  subject { build(:user) }

  it_behaves_like 'a validatable model'
  it_behaves_like 'a timestamped record'

  describe '#full_name' do
    it 'combines first and last name' do
      user = build(:user, first_name: 'John', last_name: 'Doe')
      expect(user.full_name).to eq('John Doe')
    end
  end
end

Shared Contexts

# spec/support/shared_contexts/authenticated_user.rb
RSpec.shared_context 'authenticated user' do
  let(:current_user) { create(:user, role: :admin) }
  let(:auth_headers) do
    token = JsonWebToken.encode(user_id: current_user.id)
    { 'Authorization' => "Bearer #{token}" }
  end

  before do
    allow_any_instance_of(ApplicationController)
      .to receive(:current_user).and_return(current_user)
  end
end

# spec/requests/users_spec.rb
RSpec.describe 'Users API', type: :request do
  include_context 'authenticated user'

  describe 'GET /api/users' do
    before { create_list(:user, 3) }

    it 'returns all users' do
      get '/api/users', headers: auth_headers
      expect(response).to have_http_status(:ok)
      expect(JSON.parse(response.body).size).to eq(4) # 3 + current_user
    end
  end

  describe 'POST /api/users' do
    let(:valid_params) { { user: { name: 'New User', email: 'new@test.com' } } }

    it 'creates a user' do
      expect {
        post '/api/users', params: valid_params, headers: auth_headers
      }.to change(User, :count).by(1)

      expect(response).to have_http_status(:created)
    end
  end
end

Rails System Specs (Feature Tests)

# spec/system/login_spec.rb
RSpec.describe 'User Login', type: :system do
  before do
    driven_by(:selenium_chrome_headless)
  end

  let!(:user) { create(:user, email: 'user@example.com', password: 'SecurePass123') }

  it 'logs in with valid credentials' do
    visit login_path
    fill_in 'Email', with: 'user@example.com'
    fill_in 'Password', with: 'SecurePass123'
    click_button 'Login'

    expect(page).to have_current_path(dashboard_path)
    expect(page).to have_content('Welcome')
  end

  it 'shows error with invalid credentials' do
    visit login_path
    fill_in 'Email', with: 'user@example.com'
    fill_in 'Password', with: 'wrongpassword'
    click_button 'Login'

    expect(page).to have_content('Invalid credentials')
    expect(page).to have_current_path(login_path)
  end
end

Custom Matchers

# spec/support/matchers/custom_matchers.rb
RSpec::Matchers.define :be_a_valid_email do
  match do |actual|
    actual.match?(/\A[\w+\-.]+@[a-z\d\-]+(\.[a-z\d\-]+)*\.[a-z]+\z/i)
  end

  failure_message do |actual|
    "expected '#{actual}' to be a valid email address"
  end
end

RSpec::Matchers.define :have_json_body do |expected|
  match do |response|
    body = JSON.parse(response.body, symbolize_names: true)
    expected.all? { |k, v| body[k] == v }
  end

  failure_message do |response|
    body = JSON.parse(response.body, symbolize_names: true)
    "expected response body #{body} to include #{expected}"
  end
end

# Usage
RSpec.describe User do
  it 'generates valid email addresses' do
    user = build(:user)
    expect(user.email).to be_a_valid_email
  end
end

Factory Bot Integration

# spec/factories/users.rb
FactoryBot.define do
  factory :user do
    name { Faker::Name.name }
    email { Faker::Internet.unique.email }
    password { 'SecurePass123' }
    role { :user }

    trait :admin do
      role { :admin }
      name { "Admin #{Faker::Name.first_name}" }
    end

    trait :with_orders do
      after(:create) do |user|
        create_list(:order, 3, user: user)
      end
    end

    trait :inactive do
      active { false }
      deactivated_at { 1.day.ago }
    end
  end
end

# Usage in specs
let(:user) { create(:user) }
let(:admin) { create(:user, :admin) }
let(:user_with_orders) { create(:user, :with_orders) }

RSpec Configuration

# .rspec
--require spec_helper
--format documentation
--color
--order random

# spec/spec_helper.rb
RSpec.configure do |config|
  config.expect_with :rspec do |expectations|
    expectations.include_chain_clauses_in_custom_matcher_descriptions = true
    expectations.syntax = :expect
  end

  config.mock_with :rspec do |mocks|
    mocks.verify_partial_doubles = true
    mocks.verify_doubled_constant_names = true
  end

  config.shared_context_metadata_behavior = :apply_to_host_groups
  config.filter_run_when_matching :focus
  config.example_status_persistence_file_path = 'spec/examples.txt'
  config.disable_monkey_patching!
  config.order = :random
  Kernel.srand config.seed
end

CI/CD Integration (GitHub Actions)

name: RSpec Tests
on: [push, pull_request]

jobs:
  rspec:
    runs-on: ubuntu-latest
    services:
      postgres:
        image: postgres:16
        env:
          POSTGRES_PASSWORD: postgres
        ports: ['5432:5432']
        options: --health-cmd pg_isready --health-interval 10s --health-timeout 5s --health-retries 5
    steps:
      - uses: actions/checkout@v4
      - uses: ruby/setup-ruby@v1
        with:
          ruby-version: '3.3'
          bundler-cache: true
      - name: Setup database
        run: bundle exec rails db:create db:schema:load
        env:
          DATABASE_URL: postgres://postgres:postgres@localhost:5432/test
          RAILS_ENV: test
      - name: Run RSpec
        run: bundle exec rspec --format documentation --format RspecJunitFormatter --out reports/rspec.xml
        env:
          DATABASE_URL: postgres://postgres:postgres@localhost:5432/test
          RAILS_ENV: test
      - uses: actions/upload-artifact@v4
        if: always()
        with:
          name: rspec-results
          path: reports/

Best Practices

1. Use

   let

   instead of instance variables —

   let

   is lazy, memoized, and clearly scoped. Instance variables in

   before

   blocks are harder to track.
2. Organize with

   describe

   and

   context

   —

   describe

   groups by method/feature,

   context

   groups by scenario (always prefix with "when/with/without").
3. Use

   subject

   for the thing being tested — Named subjects like

   subject(:result) { service.call(params) }

   improve readability.
4. Use

   instance_double

   for type-safe mocks —

   instance_double(ClassName)

   verifies that stubbed methods exist on the real class.
5. Use FactoryBot for test data — Factories with traits produce flexible, readable test data. Avoid fixtures for complex data.
6. Use shared examples for common behaviors — Extract repeated test patterns into shared examples (validations, timestamps, authorization).
7. Use

   aggregate_failures

   for multiple assertions on the same result when grouping makes the test clearer.
8. Run tests in random order — Use

   --order random

   to catch order-dependent tests early.
9. Keep spec files mirroring source files —

   app/models/user.rb

   should have

   spec/models/user_spec.rb

   for easy navigation.
10. Use

    --format documentation

    for readable output that doubles as a specification document.

Anti-Patterns to Avoid

1. Avoid instance variables in hooks — Use

   let

   blocks instead of

   @variable

   in

   before

   blocks. Instance variables are harder to trace and debug.
2. Avoid

   should

   syntax — Always use

   expect().to

   . The

   should

   syntax is deprecated and causes issues with

   BasicObject

   .
3. Avoid testing private methods — Test the public interface. If a private method needs testing, the class may have too many responsibilities.
4. Avoid

   allow_any_instance_of

   — It indicates a design problem. Inject dependencies and mock the injected object instead.
5. Avoid

   before(:all)

   for data setup —

   before(:all)

   creates data once for all examples, causing shared state. Use

   before(:each)

   or

   let

   .
6. Avoid complex conditionals in tests — Tests should be linear. If you need

   if/else

   in a test, use separate

   context

   blocks.
7. Avoid mystery guests — Make test data creation explicit in each example or

   let

   block. Do not rely on hidden setup in shared contexts.
8. Avoid slow tests in the unit suite — Mock external services, use

   build

   instead of

   create

   when persistence is not needed.
9. Avoid overusing

   described_class

   — It is great for the main subject, but when referencing other classes, use explicit names for clarity.
10. Avoid giant

    before

    blocks — If setup exceeds 10 lines, extract into helper methods or use FactoryBot traits.